Build a Node.js docs QA assistant that stores technical review rules like product terms, API gotchas, and style rules in Mem0, retrieves relevant rules for a draft, and flags terminology, API, metadata, and style issues.
Joyce Echessa
Fullstack Web Developer
I am a full-stack web developer working primarily with JavaScript, particularly the Next.js framework. Occasionally, I also dabble in Python.
Recently, I have been learning AI engineering and experimenting with integrating AI capabilities into web applications.
Latest Posts
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- Learn how Mem0 works by building a terminal-based memory bank with Mem0 CLI. You'll use metadata, filtered retrieval, JSON output, and a small shell script to turn saved work updates into a daily standup report.
- Learn how to reduce hallucinations in LLM outputs using specific prompts, few-shot examples, prompt constraints, RAG, structured outputs, and validation.
- Learn to build a Python AI agent using the Anthropic SDK, equipping Claude with custom tools to autonomously execute real-world tasks.
- A look at the Model Context Protocol (MCP) — an open protocol that connects LLM applications to external data sources and tools through a standardized client-server interface, replacing fragmented one-off integrations with a shared standard.